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update README file
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hilinxinhui committed Jul 11, 2023
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# Battery Prognosis and Health Management
# Battery Prognostics and Health Management

未完待续...
锂离子电池(单体电池)故障检测与健康管理系统。

## 项目说明

本项目的主要内容包括:

- 电池健康状态(State of Health,SOH)估计
- 电池剩余寿命(Remaining Useful Life,RUL)估计
- 数据驱动的电池健康状态(State of Health,SOH)估计
- 数据驱动的电池剩余寿命(Remaining Useful Life,RUL)预测

## 环境配置

使用 [miniconda](https://docs.conda.io/en/latest/miniconda.html) 进行环境配置
使用 [miniconda](https://docs.conda.io/en/latest/miniconda.html) 进行环境配置和管理

配置说明和配置文件稍后更新。
- [Pytorch环境](./rul_torch.yaml)
- [TensorFlow(Keras)环境](./rul_tf.yaml)

## 数据集

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- TRI Battery Dataset:https://data.matr.io/1/projects/5c48dd2bc625d700019f3204
- UNIBO Powertools Dataset:https://data.mendeley.com/datasets/n6xg5fzsbv/1

供参考,[这篇文章](https://www.sciencedirect.com/science/article/pii/S2666546821000355)介绍了常用的锂离子电池数据集以及下载地址。
供参考,[这篇文章](https://www.sciencedirect.com/science/article/pii/S2666546821000355)介绍了常用的锂离子电池数据集以及下载地址。

## 贡献者

<a href="https://github.com/hilinxinhui/battery_phm/graphs/contributors">
<img src="https://contrib.rocks/image?repo=hilinxinhui/battery_phm" />
</a>

<!-- 感谢 [contrib.rocks](https://contrib.rocks) 。 -->

## 许可证

[MIT](./LICENSE)

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